Fully Local Custom SQL Agent with Llama 3.1 | Langchain | Ollama

This video teaches you how to implement an end-to-end custom SQL agent which consist of dynamic few shot prompting with the recently released open-source LLM, Llama 3.1 on a local system. Additionally, we will learn how to incorporate persistent memory management through multiple session chat histories by utilizing a local SQL database.

Code - https://github.com/TheAILearner/Langc...
Getting Started with Langsmith -    • Getting Started with LangSmith | Lang...  
Setting up Ollama :    • Build an SQL Agent with Llama 3 | Lan...  
Dynamic Few-shot prompting in detail -    • Dynamic Few-shot Prompting with Llama...  

#sqlagent #customsqlagent #llama3.1 #llama3 #ollama #sql #dynamicfewshotprompting #fewshotprompting #chathistory #memorymanagement #persistentmemory #database #langchain #machinelearning #nlp